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Persistent link: https://www.econbiz.de/10014288359
This research aims at exploring whether simple trading strategies developed using state-ofthe-art Machine Learning (ML) algorithms can guarantee more than the risk-free rate of return or not. For this purpose, the direction of S&P 500 Index returns on every 6th day (SPYRETDIR6) and magnitude of...
Persistent link: https://www.econbiz.de/10012432999
variables or which ones to use. The results of a recursive forecasting exercise reveal a statistically significant increase in …
Persistent link: https://www.econbiz.de/10012612549
. Forecasting from such a model assuming "no structural break" and "correct model" is tantamount to ignoring important aspects of …) a random walk model. Optimal IC approach, though computational intensive, outperforms in forecasting next period …
Persistent link: https://www.econbiz.de/10012040055
as benchmark. Finally, we replicate the forecasting experiment including as predictors both an indicator of unemployment …
Persistent link: https://www.econbiz.de/10012147303
forecasting volatility model with the most appropriate error distribution. The results suggest the presence of leverage effect … forecasting model that could guarantee a sound policy decisions. …
Persistent link: https://www.econbiz.de/10011489480
improves the forecasting of the aggregated series compared to using the aggregated series alone. We used econometric techniques …-horizon Superior Predictive Ability (uSPA) tests, used to select the best forecasting model by combining different horizons. Our sample … forecasting horizons that are more than one month ahead using the mean square error, and the aggregated ETS has better forecasting …
Persistent link: https://www.econbiz.de/10013355068
, including statistical misspecification, non-identification of deep parameters, substantive inadequacy, weak forecasting …
Persistent link: https://www.econbiz.de/10013355187
We test and report on time series modelling and forecasting using several US. Leading economic indicators (LEI) as an … input to forecasting real US. GDP and the unemployment rate. These time series have been addressed before, but our results … unemployment rate series. We tested the forecasting ability of best univariate and best bivariate models over 60- and 120-period …
Persistent link: https://www.econbiz.de/10012214684
volatility information improves the day volatility estimation. The results indicate a forecasting improvement using bivariate …
Persistent link: https://www.econbiz.de/10012160811